Award Abstract # 1703229
Consequential Life Cycle Assessment for Novel Energy Technologies: The Case of Energy Storage

NSF Org: CBET
Division of Chemical, Bioengineering, Environmental, and Transport Systems
Recipient: CARNEGIE MELLON UNIVERSITY
Initial Amendment Date: August 17, 2017
Latest Amendment Date: August 17, 2017
Award Number: 1703229
Award Instrument: Standard Grant
Program Manager: Bruce Hamilton
CBET
 Division of Chemical, Bioengineering, Environmental, and Transport Systems
ENG
 Directorate for Engineering
Start Date: September 1, 2017
End Date: August 31, 2021 (Estimated)
Total Intended Award Amount: $299,937.00
Total Awarded Amount to Date: $299,937.00
Funds Obligated to Date: FY 2017 = $299,937.00
History of Investigator:
  • Paulina Jaramillo (Principal Investigator)
    pjaramil@andrew.cmu.edu
Recipient Sponsored Research Office: Carnegie-Mellon University
5000 FORBES AVE
PITTSBURGH
PA  US  15213-3815
(412)268-8746
Sponsor Congressional District: 12
Primary Place of Performance: Carnegie-Mellon University
PA  US  15213-3815
Primary Place of Performance
Congressional District:
12
Unique Entity Identifier (UEI): U3NKNFLNQ613
Parent UEI: U3NKNFLNQ613
NSF Program(s): EnvS-Environmtl Sustainability
Primary Program Source: 01001718DB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s):
Program Element Code(s): 764300
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.041

ABSTRACT

1703229 (Jaramillo). This project will advance the field of life cycle assessment (LCA) by demonstrating a consequential LCA framework that incorporates the constraints of operating the power system and thus will allow for more appropriate evaluation of the environmental impacts of novel energy technologies. While this project will focus on energy storage, the model can be applied to other technologies like advanced solar systems, carbon capture and sequestration, electric vehicles, advanced nuclear technology, etc. The focus on energy storage also provides additional broader impacts. Although energy storage can have a transformative effect of the power system, the studies about the benefits of storage have been focused on single services and have suggested that there are not enough economic incentives to support deployment of such application of storage technologies. This project will include a comprehensive analysis of multi-purpose storage deployment and, by identifying the multiple benefits of such deployment strategies, the results can then be used to inform the development of market and regulatory frameworks that guarantee storage providers are properly compensated for all these benefits. Finally, this project will also include the development of a database of environmental impacts from raw material extraction, manufacturing, and end-of-life of different energy storage technologies, which will be available for other researchers to use. Efforts to disseminate the results of the research will also support the broader impacts of the project.

This project will provide a methodological contribution to the life cycle community by demonstrating the need for a better representation of the unique technical constraints of the power system. It will also provide a framework that can be applied in future analyses of the increasingly complex power system. This project draws knowledge from different fields of engineering: it requires methods developed by the industrial ecology and life cycle assessment community, but it also makes use of more complex methods from power systems engineering than have been used by these communities. Research outcomes include an open source power system model for life cycle assessment; a model for evaluating multi-purpose operations of energy storage; a database of energy storage technologies and associated life cycle impacts; robust set of scenarios for storage deployment to support decision-making; and a database of end-of-life requirements for energy storage technologies. .

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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Craig, Michael T and Jaramillo, Paulina and Hodge, Bri-Mathias "Carbon dioxide emissions effects of grid-scale electricity storage in a decarbonizing power system" Environmental Research Letters , v.13 , 2017 10.1088/1748-9326/aa9a78 Citation Details

PROJECT OUTCOMES REPORT

Disclaimer

This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.

This project expanded and applied methods from Industrial Economy to evaluate the sustainability implications of large-scale deployment of battery technologies. While grid-scale electricity storage (hereafter ?storage?) could be crucial for deeply decarbonizing the electric power system, it would increase carbon dioxide (CO2) emissions in current systems across the United States. To better understand how storage transitions from increasing to decreasing system CO2 emissions, we quantified the effect of storage on operational CO2 emissions as a power system decarbonizes under a moderate and strong CO2 emission reduction target through 2045. Under each target, we compared the effect of storage on CO2 emissions when storage participates in only energy, only reserve, and energy and reserve markets. We conducted our study in the Electricity Reliability Council ofTexas (ERCOT) system. We used a capacity expansion model to forecast generator fleet changes and a unit commitment and economic dispatch model to quantify system CO2 emissions with and without storage. We found that storage would increase CO2 emissions in the current ERCOT system but decrease CO2 emissions in 2025 through 2045 under both decarbonization targets. Storage could reduce CO2 emissions primarily by enabling gas-fired generation to displace coal-fired generation and reducing wind and solar curtailment. We further found that the market in which storage participates drives large differences in the magnitude, but not the direction, of the effect of storage on CO2 emissions.

Furthermore, we explored the material requirements and criticality impacts of large-scale deployment of different battery chemistries for various applications in the power system. Specifically, we applied principles of dynamic substance flow analysis to determine the elemental material requirements for active battery materials and the criticality of global deployments of ES for stationary storage. The study focused on four lithium-ion battery chemistries NMC 111, NMC 811, NCA, and LFP), vanadium redox flow batteries (VRFB), and lead-acid batteries (PbA), representing a range of commercial, pilot, and mature chemistries. We evaluated the use of these batteries to provide peaking capacity, energy shifting, transmission support, distribution support, and behind-the-meter storage. Finally, we used a multi-dimensional criticality index to assess the criticality of future storage deployment scenarios (up to 2040). The multi-dimensional index includes indicators for material assets, substitute performance, substitute availability, environmental impact ratio, depletion time, companion metal fraction, policy potential index, human development index, world governance indicator for political stability & absence of violence/terrorism, global supply concentration, and environmental implications. When considering criticality, we find that LFP generally is the least critical, and therefore most favorable, despite high material needs and low specific energy. When comparing trade-offs between overall criticality, cost, safety, energy, and power in stationary storage applications over the next two decades, LFP is the most appealing option for installations where energy and power density are not prioritized. Otherwise, NMC 811 is more favorable.

The Intergovernmental Panel on Climate Change recently published the report of Working Group I as part of the 6th Climate Assessment Report. The report suggests that limiting temperature increases to 1.5 degrees Celsius above pre-industrial temperatures will require reaching net-zero CO2 emissions by the middle of the 21st century. Battery storage technologies are critical for meeting such strict decarbonization targets. While there has been some work to evaluate the material requirements and environmental impacts of individual batteries, there is still a lack of knowledge about material requirements, infrastructure needs, and environmental impacts of global, large-scale deployments of battery technologies. Understanding the implications of such large-scale deployments is crucial to avoid unintended consequences that could exacerbate negative social, economic, and environmental impacts of a transition to low-carbon systems. The work supported by this NSF project can improve public knowledge and improve social, economic, and environmental conditions. 


Last Modified: 11/29/2021
Modified by: Paulina Jaramillo

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